Lesson Plan
Curated OER

Using Data from Sensors

For Teachers 6th - 12th
Beginning with a discussion about using technology to collect data, this resource includes a video about the next Mars rover as an example. Young scientists are taught that filtering is necessary before collected data can be analyzed....
Lesson Plan
EngageNY

Summarizing Bivariate Categorical Data in a Two-Way Table

For Students 8th Standards
Be sure to look both ways when making a two-way table. In the lesson, scholars learn to create two-way tables to display bivariate data. They calculate relative frequencies to answer questions of interest in the 14th part of the series.
Lesson Plan
Curated OER

Data Analysis: Infiltration Rate and Composition of Concrete

For Teachers 9th - 11th
Students collect and graph data. In this statistics instructional activity, students analyze data using a spreadsheet program. They display their data effectively and analyze it.
Lesson Plan
Curated OER

Data Analysis and Froot Loops

For Teachers 6th - 8th
Use this probability and graphing lesson to have your learners work with a partner to make a necklace out of Froot Loops. They record the cereal colors randomly chosen and strung, graph their data, then use a ratio formula to determine...
Lesson Plan
Statistics Education Web

You Will Soon Analyze Categorical Data (Classifying Fortune Cookie Fortunes)

For Teachers 9th - 12th Standards
Would you rely on a fortune cookie for advice? The lesson first requires future statisticians to categorize 100 fortune cookie fortunes into four types: prophecy, advice, wisdom, and misc. The lesson goes on to have learners use...
Lesson Plan
Statistics Education Web

Are Female Hurricanes Deadlier than Male Hurricanes?

For Teachers 9th - 12th Standards
The battle of the sexes? Scholars first examine data on hurricane-related deaths and create graphical displays. They then use the data and displays to consider whether hurricanes with female names result in more deaths than hurricanes...
Interactive
CK-12 Foundation

Two-Sided Stem-and-Lead Plots: Gamers

For Students 6th - 8th Standards
Which gender spends more time playing video games? Your classes use provided data to answer this question. They first build a two-sided stem-and-leaf plot and then use the display to look for patterns. Guiding questions help them...
Lesson Plan
PBS

Investigating Seasonal Temperature and Precipitation Variations

For Students 3rd - 5th
Weather seems unpredictable, but is it really? Learners collect weather data from online interactives and build data displays. They use their displays to identify temperature and precipitation patterns in different areas.
Lesson Plan
Curated OER

Vernier EasyData App

For Teachers 9th - 12th Standards
Used along with data collection devices, the EasyData Application for the TI-83 Plus/TI-84 calculator allows learners to use real data to learn math and science. Statistics, curve fits, and integrals are used to analyze the...
Lesson Plan
University of Georgia

Freezing and Melting of Water

For Students 9th - 12th
Examine the behavior of energy as water freezes and melts. An engaging activity provides a hands-on experience to learners. Collaborative groups collect data and analyze the graphs of the temperature of water as it freezes and then...
Lesson Plan
Curated OER

Data Collection and Graphing

For Teachers 9th - 11th
Students collect data and graph it on a coordinate plane and analyze it. In this statistics lesson, students display their data collection using a graph. They determine which central tendency will work best.
Lesson Plan
Curated OER

Venn Diagrams

For Teachers 8th - 10th
Students collect and display data in a Venn Diagram. In this statistics instructional activity, students collect data, compare the data and make inferences about their data. They use the Venn diagrams to identify what the data have in...
Lesson Plan
Curated OER

Exploring Data Sets and Statistics in Baseball

For Teachers 9th - 12th
Students explore the concept data sets.  In this data sets lesson, students find the 5 number summaries for salaries of teachers and compare them with 5 number summaries of professional baseball players.  Students use box and...
Lesson Plan
American Statistical Association

Don't Spill the Beans!

For Teachers 6th - 8th Standards
Become a bean counter. Pupils use a fun activity to design and execute an experiment to determine whether they can grab more beans with their dominant hand or non-dominant hand. They use the class data to create scatter plots and then...
Lesson Plan
American Statistical Association

Colors Challenge!

For Students 9th - 12th Standards
Does writing the name of a color in a different colored ink affect one's ability to read it? Scholars design an experiment to answer this question. They collect the data, analyze the statistics, and draw a conclusion based on...
Unit Plan
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Curated OER

Flicking Football Fun

For Teachers 4th - 6th Standards
Young mathematicians fold and flick their way to a deeper understanding of statistics with a fun, hands-on math unit. Over the course of four lessons, students use paper footballs to generate data as they learn how to create line...
Lesson Plan
Curated OER

Data Displays with Excel

For Teachers 8th - 10th
Students collect and analyze data. In this statistics lesson, students display their data using excel. They plot the data on a coordinate plane and draw conclusion from their data.
Lesson Plan
Curated OER

Linear Regression and Correlation

For Teachers 8th - 10th
Learners explore scatter plots. In this linear regression lesson, groups of pupils graph scatter plots and then find the line of best fit. They identify outliers and explain the correlation. Each group summarizes and shares their...
Lesson Plan
Bowland

Crash Test

For Teachers 6th - 9th
Use mathematics and simulations to investigate car crashes. IScholars test hypotheses involving car crashes. They collect, analyze, and display data from computer simulations to support or refute their hypotheses.
Lesson Plan
Curated OER

Weather, Data, Graphs and Maps

For Teachers 9th - 10th
Students collect data on the weather, graph and analyze it. In this algebra lesson, students interpret maps and are able to better plan their days based on the weather reading. They make predictions based on the type of clouds they see.
Lesson Plan
Statistics Education Web

What Does the Normal Distribution Sound Like?

For Teachers 9th - 12th Standards
Groups collect data describing the number of times a bag of microwave popcorn pops at given intervals. Participants discover that the data fits a normal curve and answer questions based on the distribution of this data.
Lesson Plan
Statistics Education Web

Consuming Cola

For Students 9th - 12th Standards
Caffeine affects your heart rate — or does it? Learners study experimental design while conducting their own experiment. They collect heart rate data after drinking a caffeinated beverage, create a box plot, and draw conclusions....
Lesson Plan
Kenan Fellows

Least Squares Linear Regression in R

For Students 9th - 12th Standards
The task? Determine the how effective hospitals are at reducing the rate of hospital-acquired infections. The method? Data analysis! Using an open source software program, individuals use provided data and create scatterplots to look for...
Lesson Plan
Curated OER

Making Money and Spreading the Flu!

For Teachers 9th - 11th Standards
Paper folding, flu spreading in a school, bacteria growth, and continuously compounded interest all provide excellent models to study exponential functions. This is a comprehensive resource that looks at many different aspects of...